This distinction matters even more with long-context inference.
About SN10 Pareton
Pareton@Pareton_aiThis distinction matters even more with long-context inference. The KV cache grows with context length, and that can be distributed across more GPUs. So TP8 can meaningfully increase capacity for very long contexts. The broader lesson: inference optimization isn't just "use more GPUs." You need to understand what is consuming memory, where it lives, and how it scales. That's where the real optimization happens.
SN10 Pareton at a glance
SN10, Pareton (α token Ⱂ), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.006456 τ (≈ $1.98), against 16,559 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 40.47% APR (simple) and 49.88% APY (compounded), emissions add 0.000003 τ to the pool each block, epochs run every 360 blocks. It was registered at block #2,869,647.
More from SN10 Pareton
Taosis indexes announcements, articles, posts and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.